From e0c7c2420d2a5f681a9f7ed57d429f5be4d50dfc Mon Sep 17 00:00:00 2001 From: aymericdamien Date: Sun, 26 Jul 2020 12:13:03 -0700 Subject: [PATCH 1/3] add tensorboard example --- README.md | 1 + resources/img/tf2/tensorboard1.png | Bin 0 -> 77368 bytes resources/img/tf2/tensorboard2.png | Bin 0 -> 167312 bytes resources/img/tf2/tensorboard3.png | Bin 0 -> 137359 bytes resources/img/tf2/tensorboard4.png | Bin 0 -> 221040 bytes tensorflow_v2/README.md | 1 + .../notebooks/4_Utils/tensorboard.ipynb | 336 ++++++++++++++++++ 7 files changed, 338 insertions(+) create mode 100644 resources/img/tf2/tensorboard1.png create mode 100644 resources/img/tf2/tensorboard2.png create mode 100644 resources/img/tf2/tensorboard3.png create mode 100644 resources/img/tf2/tensorboard4.png create mode 100644 tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb diff --git a/README.md b/README.md index da394304..1bba79c4 100644 --- a/README.md +++ b/README.md @@ -40,6 +40,7 @@ It is suitable for beginners who want to find clear and concise examples about T #### 4 - Utilities - **Save and Restore a model** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/save_restore_model.ipynb)). Save and Restore a model with TensorFlow 2.0. - **Build Custom Layers & Modules** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/build_custom_layers.ipynb)). Learn how to build your own layers / modules and integrate them into TensorFlow 2.0 Models. +- **Tensorboard** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb)). Track and visualize neural network computation graph, metrics, weights and more using TensorFlow 2.0+ tensorboard. #### 5 - Data Management - **Load and Parse data** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/5_DataManagement/load_data.ipynb)). Build efficient data pipeline with TensorFlow 2.0 (Numpy arrays, Images, CSV files, custom data, ...). diff --git a/resources/img/tf2/tensorboard1.png b/resources/img/tf2/tensorboard1.png new file mode 100644 index 0000000000000000000000000000000000000000..e0609a90fd62c0a723f2fc785439982c6d8334b0 GIT binary patch literal 77368 zcmdSAbx>Sg(>+RrBm@W+JV6F`cMC9hfZz_n9fCU~A;9477TjG24epTO?hJv!VQ{&J z=lQ+w_uYSQ-MUqGS7kD1hI7t7y}MVh)w?J7lY$ibYogakNJ!{1(qLsIq!+)Cke->n zdJ23plt1SK{D<;ITFVIu=}q_JzbEkwZ-|kQ$dF{fqN?s`drMxrsxJ2;M;FlHfK;@n z{IoAH7Mm8NOroFHD+l%fPt*3`;w`@*Xue`=sy9{Bi&0IWV1n$8XTN zAhQ8qh=@s-=)Np(sFR;E+3ZHeBu3Bl@Pm-GPTE4Y! zs{21{eEPW~&gT<7-LXlzVj-Kws4#IEWu+9=1UYc2a2O&~9U*73=*`7qkM)KsS=p@4 zxb6k1{{$_B$Y~qgAl)Z>y zsuYD-%GHp_c+?$zyOH6B4N>K{3wj(LMNE1kh2O2kBs}4C2A1bh#n{}}DGJ1;+l%&alBjG;ml6$ZEK8rcRg6gomZ~>@inCZyN;HHv1MldM zuqITa?b+>?w&tzHM(Lfdy|LvJ#9LQBNsO2*-U7z&3}zV#5~h%;)bB^`w$hiuieTdK zxe%GAsYCJ7Z2#LN(r_zT=Oq&<3IW&unrle`!d8Ri)=y 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zsVnna|55=WIDWohKkmu|);;aPANO7B5I2aa+YffNDS>S5Mi`?pV5yEWu@jjahKWW} zm!YFSm#X^hMI?;PA!#Vl#oYti@~w)IKYriaoj-Tr+`|JSQt5L{)y z8!o_{fAtX&!SxY14u7}*-pOaE2Y$q|pVjPa{3F=Oa=B%y9b3+p#7`s?d?2&_r-}h| zi0a`K>uY>2CU5N(6kvkl7a?g85zW_=O#jO$Sa=e;i#PGeH|+l-DJ;LHo0I-=UHd{d=(5MS4&V z<_OzIshOFx4PINtn^*o`wT;XFn*7}V?O^}Ui~cYD>;Kix{{Qdf971vbHAP8g5()=2 NRYeVjGWo|Z{s+V*BrpH~ literal 0 HcmV?d00001 diff --git a/tensorflow_v2/README.md b/tensorflow_v2/README.md index b6cbea39..83d9ad0e 100644 --- a/tensorflow_v2/README.md +++ b/tensorflow_v2/README.md @@ -34,6 +34,7 @@ #### 4 - Utilities - **Save and Restore a model** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/save_restore_model.ipynb)). Save and Restore a model with TensorFlow 2.0. - **Build Custom Layers & Modules** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/build_custom_layers.ipynb)). Learn how to build your own layers / modules and integrate them into TensorFlow 2.0 Models. +- **Tensorboard** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb)). Track and visualize neural network computation graph, metrics, weights and more using TensorFlow 2.0+ tensorboard. #### 5 - Data Management - **Load and Parse data** ([notebook](https://github.com/aymericdamien/TensorFlow-Examples/blob/master/tensorflow_v2/notebooks/5_DataManagement/load_data.ipynb)). Build efficient data pipeline with TensorFlow 2.0 (Numpy arrays, Images, CSV files, custom data, ...). diff --git a/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb new file mode 100644 index 00000000..09634ab1 --- /dev/null +++ b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb @@ -0,0 +1,336 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tensorboard\n", + "Graph, Loss, Accuracy & Weights visualization using Tensorboard. This example is using the MNIST database of handwritten digits (http://yann.lecun.com/exdb/mnist/).\n", + "\n", + "- Author: Aymeric Damien\n", + "- Project: https://github.com/aymericdamien/TensorFlow-Examples/" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from __future__ import absolute_import, division, print_function\n", + "\n", + "import tensorflow as tf\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Path to save logs into.\n", + "logs_path = '/tmp/tensorflow_logs/example/'\n", + "\n", + "# MNIST dataset parameters.\n", + "num_classes = 10 # total classes (0-9 digits).\n", + "num_features = 784 # data features (img shape: 28*28).\n", + "\n", + "# Training parameters.\n", + "learning_rate = 0.001\n", + "training_steps = 3000\n", + "batch_size = 256\n", + "display_step = 100\n", + "\n", + "# Network parameters.\n", + "n_hidden_1 = 128 # 1st layer number of neurons.\n", + "n_hidden_2 = 256 # 2nd layer number of neurons." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# Prepare MNIST data.\n", + "from tensorflow.keras.datasets import mnist\n", + "(x_train, y_train), (x_test, y_test) = mnist.load_data()\n", + "# Convert to float32.\n", + "x_train, x_test = np.array(x_train, np.float32), np.array(x_test, np.float32)\n", + "# Flatten images to 1-D vector of 784 features (28*28).\n", + "x_train, x_test = x_train.reshape([-1, num_features]), x_test.reshape([-1, num_features])\n", + "# Normalize images value from [0, 255] to [0, 1].\n", + "x_train, x_test = x_train / 255., x_test / 255." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Use tf.data API to shuffle and batch data.\n", + "train_data = tf.data.Dataset.from_tensor_slices((x_train, y_train))\n", + "train_data = train_data.repeat().shuffle(5000).batch(batch_size).prefetch(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "# Store layers weight & bias\n", + "\n", + "# A random value generator to initialize weights.\n", + "random_normal = tf.initializers.RandomNormal()\n", + "\n", + "weights = {\n", + " 'h1_weights': tf.Variable(random_normal([num_features, n_hidden_1]), name='h1_weights'),\n", + " 'h2_weights': tf.Variable(random_normal([n_hidden_1, n_hidden_2]), name='h2_weights'),\n", + " 'logits_weights': tf.Variable(random_normal([n_hidden_2, num_classes]), name='logits_weights')\n", + "}\n", + "biases = {\n", + " 'h1_bias': tf.Variable(tf.zeros([n_hidden_1]), name='h1_bias'),\n", + " 'h2_bias': tf.Variable(tf.zeros([n_hidden_2]), name='h2_bias'),\n", + " 'logits_bias': tf.Variable(tf.zeros([num_classes]), name='logits_bias')\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Construct model and encapsulating all ops into scopes, making\n", + "# Tensorboard's Graph visualization more convenient.\n", + "\n", + "# The computation graph to be traced.\n", + "@tf.function\n", + "def neural_net(x):\n", + " with tf.name_scope('Model'):\n", + " with tf.name_scope('HiddenLayer1'):\n", + " # Hidden fully connected layer with 128 neurons.\n", + " layer_1 = tf.add(tf.matmul(x, weights['h1_weights']), biases['h1_bias'])\n", + " # Apply sigmoid to layer_1 output for non-linearity.\n", + " layer_1 = tf.nn.sigmoid(layer_1)\n", + " with tf.name_scope('HiddenLayer2'):\n", + " # Hidden fully connected layer with 256 neurons.\n", + " layer_2 = tf.add(tf.matmul(layer_1, weights['h2_weights']), biases['h2_bias'])\n", + " # Apply sigmoid to layer_2 output for non-linearity.\n", + " layer_2 = tf.nn.sigmoid(layer_2)\n", + " with tf.name_scope('LogitsLayer'):\n", + " # Output fully connected layer with a neuron for each class.\n", + " out_layer = tf.matmul(layer_2, weights['logits_weights']) + biases['logits_bias']\n", + " # Apply softmax to normalize the logits to a probability distribution.\n", + " out_layer = tf.nn.softmax(out_layer)\n", + " return out_layer" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# Cross-Entropy loss function.\n", + "def cross_entropy(y_pred, y_true):\n", + " with tf.name_scope('CrossEntropyLoss'):\n", + " # Encode label to a one hot vector.\n", + " y_true = tf.one_hot(y_true, depth=num_classes)\n", + " # Clip prediction values to avoid log(0) error.\n", + " y_pred = tf.clip_by_value(y_pred, 1e-9, 1.)\n", + " # Compute cross-entropy.\n", + " return tf.reduce_mean(-tf.reduce_sum(y_true * tf.math.log(y_pred)))\n", + "\n", + "# Accuracy metric.\n", + "def accuracy(y_pred, y_true):\n", + " with tf.name_scope('Accuracy'):\n", + " # Predicted class is the index of highest score in prediction vector (i.e. argmax).\n", + " correct_prediction = tf.equal(tf.argmax(y_pred, 1), tf.cast(y_true, tf.int64))\n", + " return tf.reduce_mean(tf.cast(correct_prediction, tf.float32), axis=-1)\n", + "\n", + "# Stochastic gradient descent optimizer.\n", + "with tf.name_scope('Optimizer'):\n", + " optimizer = tf.optimizers.SGD(learning_rate)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# Optimization process. \n", + "def run_optimization(x, y):\n", + " # Wrap computation inside a GradientTape for automatic differentiation.\n", + " with tf.GradientTape() as g:\n", + " pred = neural_net(x)\n", + " loss = cross_entropy(pred, y)\n", + " \n", + " # Variables to update, i.e. trainable variables.\n", + " trainable_variables = weights.values() + biases.values()\n", + "\n", + " # Compute gradients.\n", + " gradients = g.gradient(loss, trainable_variables)\n", + " \n", + " # Update weights/biases following gradients.\n", + " optimizer.apply_gradients(zip(gradients, trainable_variables))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# Visualize weights & biases as histogram in Tensorboard.\n", + "def summarize_weights(step):\n", + " for w in weights:\n", + " tf.summary.histogram(w.replace('_', '/'), weights[w], step=step)\n", + " for b in biases:\n", + " tf.summary.histogram(b.replace('_', '/'), biases[b], step=step)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "# Create a Summary Writer to log the metrics to Tensorboad.\n", + "summary_writer = tf.summary.create_file_writer(logs_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "step: 100, loss: 568.735596, accuracy: 0.140625\n", + "step: 200, loss: 413.169342, accuracy: 0.535156\n", + "step: 300, loss: 250.977036, accuracy: 0.714844\n", + "step: 400, loss: 173.749298, accuracy: 0.800781\n", + "step: 500, loss: 156.936569, accuracy: 0.839844\n", + "step: 600, loss: 137.818451, accuracy: 0.847656\n", + "step: 700, loss: 93.407814, accuracy: 0.929688\n", + "step: 800, loss: 90.832336, accuracy: 0.906250\n", + "step: 900, loss: 86.932831, accuracy: 0.914062\n", + "step: 1000, loss: 78.824707, accuracy: 0.906250\n", + "step: 1100, loss: 94.388290, accuracy: 0.902344\n", + "step: 1200, loss: 96.240608, accuracy: 0.894531\n", + "step: 1300, loss: 96.657593, accuracy: 0.898438\n", + "step: 1400, loss: 71.909309, accuracy: 0.914062\n", + "step: 1500, loss: 67.343407, accuracy: 0.941406\n", + "step: 1600, loss: 63.693596, accuracy: 0.941406\n", + "step: 1700, loss: 60.081478, accuracy: 0.914062\n", + "step: 1800, loss: 63.764942, accuracy: 0.921875\n", + "step: 1900, loss: 58.722507, accuracy: 0.921875\n", + "step: 2000, loss: 66.727455, accuracy: 0.917969\n", + "step: 2100, loss: 70.566788, accuracy: 0.949219\n", + "step: 2200, loss: 64.642334, accuracy: 0.925781\n", + "step: 2300, loss: 54.872856, accuracy: 0.941406\n", + "step: 2400, loss: 64.342377, accuracy: 0.925781\n", + "step: 2500, loss: 74.306488, accuracy: 0.921875\n", + "step: 2600, loss: 40.165890, accuracy: 0.949219\n", + "step: 2700, loss: 64.992249, accuracy: 0.925781\n", + "step: 2800, loss: 43.422794, accuracy: 0.957031\n", + "step: 2900, loss: 46.625320, accuracy: 0.937500\n", + "step: 3000, loss: 62.517433, accuracy: 0.914062\n" + ] + } + ], + "source": [ + "# Run training for the given number of steps.\n", + "for step, (batch_x, batch_y) in enumerate(train_data.take(training_steps), 1):\n", + " \n", + " # Start to trace the computation graph. The computation graph remains \n", + " # the same at each step, so we just need to export it once.\n", + " if step == 1:\n", + " tf.summary.trace_on(graph=True, profiler=True)\n", + " \n", + " # Run the optimization (computation graph).\n", + " run_optimization(batch_x, batch_y)\n", + " \n", + " # Export the computation graph to tensorboard after the first\n", + " # computation step was performed.\n", + " if step == 1:\n", + " with summary_writer.as_default():\n", + " tf.summary.trace_export(\n", + " name=\"trace\",\n", + " step=0,\n", + " profiler_outdir=logs_path)\n", + "\n", + " if step % display_step == 0:\n", + " pred = neural_net(batch_x)\n", + " loss = cross_entropy(pred, batch_y)\n", + " acc = accuracy(pred, batch_y)\n", + " print(\"step: %i, loss: %f, accuracy: %f\" % (step, loss, acc))\n", + " \n", + " # Write loss/acc metrics & weights to Tensorboard every few steps, \n", + " # to avoid storing too much data.\n", + " with summary_writer.as_default():\n", + " tf.summary.scalar('loss', loss, step=step)\n", + " tf.summary.scalar('accuracy', acc, step=step)\n", + " summarize_weights(step)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![tensorboard1](../../../resources/img/tf2/tensorboard1.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![tensorboard2](../../../resources/img/tf2/tensorboard2.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![tensorboard3](../../../resources/img/tf2/tensorboard3.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "![tensorboard4](../../../resources/img/tf2/tensorboard4.png)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 2", + "language": "python", + "name": "python2" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.18" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 458e1d009eb2add40f02ee14a2a8d308b76a56e5 Mon Sep 17 00:00:00 2001 From: aymericdamien Date: Sun, 26 Jul 2020 12:15:18 -0700 Subject: [PATCH 2/3] fix desc --- tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb index 09634ab1..fd633083 100644 --- a/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb +++ b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb @@ -5,7 +5,7 @@ "metadata": {}, "source": [ "## Tensorboard\n", - "Graph, Loss, Accuracy & Weights visualization using Tensorboard. This example is using the MNIST database of handwritten digits (http://yann.lecun.com/exdb/mnist/).\n", + "Graph, Loss, Accuracy & Weights visualization using Tensorboard and TensorFlow v2. This example is using the MNIST database of handwritten digits (http://yann.lecun.com/exdb/mnist/).\n", "\n", "- Author: Aymeric Damien\n", "- Project: https://github.com/aymericdamien/TensorFlow-Examples/" From d9674d7ec976de522a714ae41a73cad454ca243c Mon Sep 17 00:00:00 2001 From: aymericdamien Date: Sun, 26 Jul 2020 12:20:21 -0700 Subject: [PATCH 3/3] add tensorboard run cmd --- tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb index fd633083..b552d0e2 100644 --- a/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb +++ b/tensorflow_v2/notebooks/4_Utils/tensorboard.ipynb @@ -283,6 +283,20 @@ " summarize_weights(step)\n" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Run Tensorboard\n", + "\n", + "To run tensorboard, run the following command in your terminal:\n", + "```\n", + "tensorboard --logdir=/tmp/tensorflow_logs\n", + "```\n", + "\n", + "And then connect your web browser to: [http://localhost:6006](http://localhost:6006)\n" + ] + }, { "cell_type": "markdown", "metadata": {},